60 citations · 60 across the 4 of their papers we have counts for
4 papers
Enhanced Interlayer Coupling and Excitons in Twin-Stacked Two-Dimensional Magnetic CrSBr Bilayers
Sijia Ke, Yusuf Shaidu, Jeffrey B. Neaton
The degree of electronic coupling between individual layers in few-layer van der Waals heterostructures offers a route to engineer their magnetic, electronic, and optical functiona…
PANNA 2.0: Efficient neural network interatomic potentials and new architectures
Franco Pellegrini, Ruggero Lot, Yusuf Shaidu +1
We present the latest release of PANNA 2.0 (Properties from Artificial Neural Network Architectures), a code for the generation of neural network interatomic potentials based on lo…
A Systematic Approach to Generating Accurate Neural Network Potentials: the Case of Carbon
Yusuf Shaidu, Emine Kucukbenli, Ruggero Lot +3
Availability of affordable and widely applicable interatomic potentials is the key needed to unlock the riches of modern materials modelling. Artificial neural network based approa…
PANNA: Properties from Artificial Neural Network Architectures
Ruggero Lot, Franco Pellegrini, Yusuf Shaidu +1
Prediction of material properties from first principles is often a computationally expensive task. Recently, artificial neural networks and other machine learning approaches have b…